SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 1171–1180 of 1237 papers

TitleStatusHype
Similarity-based prediction of Ejection Fraction in Heart Failure Patients—0
Fairness in Missing Data Imputation—0
An Efficient Data Imputation Technique for Human Activity Recognition—0
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values—0
An Automatic Prompt Generation System for Tabular Data Tasks—0
Fast and Accurate Power Load Data Completion via Regularization-optimized Low-Rank Factorization—0
Fast Causal Inference with Non-Random Missingness by Test-Wise Deletion—0
Fast Imbalanced Classification of Healthcare Data with Missing Values—0
Simultaneous Measurement Imputation and Outcome Prediction for Achilles Tendon Rupture Rehabilitation—0
Handling Missing Data in Downstream Tasks With Distribution-Preserving Guarantees—0
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All datasetsHMNISTPhysioNet Challenge 2012Sprites

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)AUROC0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)AUROC0.74—Unverified
#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)MSE0—Unverified